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2017 | 6(4) Cross-Border Exchange of Experience in Production Engineering Using Principles of Mathematics | 263--273
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Modern Taylor Series Method in Numerical Integration

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Języki publikacji
EN
Abstrakty
EN
The paper deals with extremely exact, stable, and fast numerical solutions of systems of differential equations. It also involves solutions of problems that can be reduced to solving a system of differential equations. The approach is based on an original mathematical method, which uses the Taylor series method for solving differential equations in a non-traditional way. Even though this method is not much preferred in the literature, experimental calculations have verified that the accuracy and stability of the Taylor series method exceed the currently used algorithms for numerically solving differential equations. The Modern Taylor Series Method (MTSM) is based on a recurrent calculation of the Taylor series terms for each time interval. Thus, the complicated calculation of higher order derivatives (much criticised in the literature) need not be performed but rather the value of each Taylor series term is numerically calculated. An important part of the method is an automatic integration order setting, i.e. using as many Taylor series terms as the defined accuracy requires. The aim of our research is to propose the extremely exact, stable, and fast numerical solver for modelling technical initial value problems that offers wide applications in many engineering areas including modelling of electrical circuits, mechanics of rigid bodies, control loop feedback (controllers), etc. (original abstract)
Twórcy
  • Brno University of Technology, Brno, Czech Republic
  • Brno University of Technology, Brno, Czech Republic
autor
  • Brno University of Technology, Brno, Czech Republic
  • Brno University of Technology, Brno, Czech Republic
  • Brno University of Technology, Brno, Czech Republic
Bibliografia
  • R. Barrio. Performance of the Taylor series method for ODEs/DAEs. In Applied Mathematics and Computation, volume 163, pages 525-545, 2005. ISSN 00963003.
  • R. Barrio, F. Blesa, and M. Lara. VSVO Formulation of the Taylor Method for the Numerical Solution of ODEs. In Computers and Mathematics with Applications, volume 50, pages 93-111, 2005.
  • R. Barrio, M. Rodríguez, A. Abad, and F. Blesa. TIDES: A free software based on the Taylor series method. Monografías de la Real Academia de Ciencias de Zaragoza, 35:83-95, 2011.
  • M. Berz. COSY INFINITY version 8 reference manual. Technical Report MSUCL- 1088, National Superconducting Cyclotron Lab., Michigan State University, East Lansing, Mich., 1997.
  • J. Chaloupka, F. Kocina, P. Veigend, G. Necasová, V. Šátek, and J. Kunovský. Multiple integral computations. In 14th International Conference of Numerical Analysis and Applied Mathematics, 2016.
  • Y. F. Chang and G. Corliss. Atomf: solving odesand daes using Taylor series. Computers Math. Applic., 28:209-233, 1994.
  • E. Hairer, S. P. Nørsett, and G. Wanner. Solving Ordinary Differential Equations I. vol. Nonstiff Problems. Springer-Verlag Berlin Heidelberg, 1987. ISBN 3-540-56670-8.
  • A. Jorba and M. Zou. A software package for the numerical integration of ODE by means of high-order Taylor methods. In Exp. Math., volume 14, pages 99-117, 2005.
  • Filip Kocina, Jirí Kunovský, Martin Marek, Gabriela Necasová, Alexander Schirrer, and Václav Šátek. New trends in Taylor series based computations. In 12th International Conference of Numerical Analysis and Applied Mathematics, number 1648. American Institute of Physics, 2014.
  • J. Kunovský. Modern Taylor Series Method. FEI-VUT Brno, 1994. Habilitation work.
  • Jirí Kunovský, Václav Šátek, Gabriela Necasová, Petr Veigend, and Filip Kocina. The Positive Properties of Taylor Series Method. In Proceedings of the 13th InternationalConference Informatics' 2015, pages 156-160. Institute of Electrical and Electronics Engineers, 2015.
  • A. Martinkovicová, J. Chaloupka, J. Kunovský, V. Šátek, and P. Veigend. Numerical integration of multiple integrals using Taylor's polynomial. In Proceedings of the 5th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, pages 163-171. SciTePress - Science and Technology Publications, 2015.
  • Nedialko S. Nedialkov and J. Pryce. Solving differential algebraic equations by Taylor series III. the DAETS code. JNAIAM J. Numer. Anal. Ind. Appl. Math., 3:61-80, 2008.
  • TKSL software. High Performance Computing, [cit. 21-3-2017]. RL: http://www.fit.vutbr.cz/kunovsky/TKSL/index.html.en [online].
  • Václav Valenta, Gabriela Necasová, Jirí Kunovský, Václav Šátek, and Filip Kocina. Adaptive solution of the wave equation. In Proceedings of the 5th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, pages 154-162. SciTePress - Science and Technology Publications, 2015.
  • Wolfram. MATHEMATICA software, [cit. 21-3-2017].
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.ekon-element-000171534437

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